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DATA VISUALIZATION
FOR THE REST OF US:
A BEGINNER’S GUIDE
Linda Hofschire | @lindahofschire
Library Research Service, Colorado State Library
Zeth Lietzau | @zeth
Denver Public Library
SCHOOL LIBRARY IMPACT STUDIES
Stories are how numbers talk to people.
-Thomas Davenport
By visualizing information, we turn it into a
landscape that you can explore with your
eyes, a sort of information map. And when
you’re lost in information, an information
map is kind of useful.
―David McCandless
Numbers have an important story
to tell. They rely on you to give
them a clear and convincing voice.
―Stephen Few
The Data Visualization Continuum
Excel chart/
number art in a
report or
presentation
Complex infographic
that includes a variety
of visual elements
The Data Visualization Continuum
Excel chart/
number art in a
report or
presentation
Complex infographic
that includes a variety
of visual elements
Where are you on the continuum?
FOUR SIMPLE
TWEAKS
to make numbers and charts more accessible
1. PUT NUMBERS IN CONTEXT
Source: Data is Beautiful/Reddit
2. CHOOSE THE APPROPRIATE CHART
2. CHOOSE THE APPROPRIATE CHART
3. SIMPLIFY AND ESTABLISH A
FOCAL POINT
Image credit: Stephanie Evergreen
3. SIMPLIFY AND ESTABLISH A
FOCAL POINT
Image credit: Stephanie Evergreen
3. SIMPLIFY AND ESTABLISH A
FOCAL POINT
4. DON’T MAKE PEOPLE WORK TOO
HARD TO FIND INFORMATION
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
<10k 10k-24,999 25k-99,999 100k-499,999 500k+
PercentageofLibraries
Population Group
Percentage of U.S. Public Libraries with Text, Chat, and
Email Reference, 2014
Text Chat Email
2%
11% 14%
21%
67%
9%
26% 28%
43%
100%
25% 26%
48%
75%
100%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
<10k 10k-24,999 25k-99,999 100k-499,999 500k+
PercentageofLibraries
Population Group
Percentage of U.S. Public Libraries with Text, Chat, and
Email Reference, 2014
Text Chat Email
4. DON’T MAKE PEOPLE WORK TOO
HARD TO FIND INFORMATION
CHART DISSECTION
49.32% 49.13%
54.05%
59.28% 57.71%
60.39%61.22%
59.01%
61.86%
0%
10%
20%
30%
40%
50%
60%
70%
My child's enjoyment of reading
increased
My child's reading skills
increased
My child's reading by choice
increased
Chart 3
Percentages of Survey Respondents Indicating Their Child's
Enjoyment of Reading, Reading Skills, and Reading by Choice
Increased after Participating in Summer Reading
All survey respondents
Parents of children ages 4-6
Families participating in summer reading for the first time
49.32% 49.13%
54.05%
59.28% 57.71%
60.39%61.22%
59.01%
61.86%
0%
10%
20%
30%
40%
50%
60%
70%
My child's enjoyment of reading
increased
My child's reading skills
increased
My child's reading by choice
increased
Chart 3
Percentages of Survey Respondents Indicating Their Child's
Enjoyment of Reading, Reading Skills, and Reading by Choice
Increased after Participating in Summer Reading
All survey respondents
Parents of children ages 4-6
Families participating in summer reading for the first time
*
49.32% 49.13%
54.05%
59.28% 57.71%
60.39%61.22%
59.01%
61.86%
0.00%
10.00%
20.00%
30.00%
40.00%
50.00%
60.00%
70.00%
My child's enjoyment of reading
increased
My child's reading skills
increased
My child's reading by choice
increased
Chart 3
Percentages of Survey Respondents Indicating Their Child's
Enjoyment of Reading, Reading Skills, and Reading by Choice
Increased after Participating in Summer Reading
All survey respondents
Parents of children ages 4-6
Families participating in summer reading for the first time
49.32% 49.13%
54.05%
59.28% 57.71%
60.39%61.22%
59.01%
61.86%
0.00%
10.00%
20.00%
30.00%
40.00%
50.00%
60.00%
70.00%
My child's enjoyment of reading
increased
My child's reading skills
increased
My child's reading by choice
increased
Chart 3
Percentages of Survey Respondents Indicating Their Child's
Enjoyment of Reading, Reading Skills, and Reading by Choice
Increased after Participating in Summer Reading
All survey respondents
Parents of children ages 4-6
Families participating in summer reading for the first time
49.32% 49.13%
54.05%
59.28% 57.71%
60.39%61.22%
59.01%
61.86%
0.00%
10.00%
20.00%
30.00%
40.00%
50.00%
60.00%
70.00%
My child's enjoyment of reading
increased
My child's reading skills
increased
My child's reading by choice
increased
Chart 3
Percentages of Survey Respondents Indicating Their Child's
Enjoyment of Reading, Reading Skills, and Reading by Choice
Increased after Participating in Summer Reading
All survey respondents
Parents of children ages 4-6
Families participating in summer reading for the first time
*
49.32% 49.13%
54.05%
59.28% 57.71%
60.39%61.22%
59.01%
61.86%
0.00%
10.00%
20.00%
30.00%
40.00%
50.00%
60.00%
70.00%
My child's enjoyment of reading
increased
My child's reading skills
increased
My child's reading by choice
increased
Chart 3
Percentages of Survey Respondents Indicating Their Child's
Enjoyment of Reading, Reading Skills, and Reading by Choice
Increased after Participating in Summer Reading
All survey respondents
Parents of children ages 4-6
Families participating in summer reading for the first time
49.32% 49.13%
54.05%
59.28% 57.71%
60.39%61.22%
59.01%
61.86%
0.00%
10.00%
20.00%
30.00%
40.00%
50.00%
60.00%
70.00%
My child's enjoyment of reading
increased
My child's reading skills
increased
My child's reading by choice
increased
Chart 3
Percentages of Survey Respondents Indicating Their Child's
Enjoyment of Reading, Reading Skills, and Reading by Choice
Increased after Participating in Summer Reading
All survey respondents
Parents of children ages 4-6
Families participating in summer reading for the first time
Color
49% 49%
54%
59%
58%
60%61%
59%
62%
0%
10%
20%
30%
40%
50%
60%
70%
My child's enjoyment of
reading increased
My child's reading skills
increased
My child's reading by
choice increased
The impact of summer reading was particularly pronounced for families
participating in the program for the first time and children ages 4-6:
All survey respondents Parents of children ages 4-6 Families participating in summer
reading for the first time
49.32% 49.13%
54.05%
59.28% 57.71%
60.39%61.22%
59.01%
61.86%
0%
10%
20%
30%
40%
50%
60%
70%
My child's enjoyment of reading
increased
My child's reading skills
increased
My child's reading by choice
increased
Chart 3
Percentages of Survey Respondents Indicating Their Child's
Enjoyment of Reading, Reading Skills, and Reading by Choice
Increased after Participating in Summer Reading
All survey respondents
Parents of children ages 4-6
Families participating in summer reading for the first time
ACTIVITY:
CHART DISSECTION
10%
25%
27%
29%
30%
32%
34%
51%
0% 10% 20% 30% 40% 50% 60%
Entrepreneurship
Employment
Education
eGovernment
Health & wellness
eCommerce
Civic engagement
Social networking
Using technology to stay in touch with family and friends and maintain
social networks was the most popular activity on Rock Creek Public
Library computers.
The percentages of Stony Brook Public Library computer users accomplishing
work-related tasks have increased steadily since 2013.
About half of Boulder Bay Public Library computer users are white,
and more than 1 in 4 are Hispanic or Latino.
48%
27%
11%
10%
4%
White
Hispanic or Latino
Black or African-American
American Indian and Alaska
Native
Asian
More than 1 in 4 Boulder Bay Public Library computer users are
Hispanic or Latino.
3 DESIGN GUIDELINES
1. K.I.S.S.
2. Show rather than tell
3. Colors and fonts
3 DESIGN GUIDELINES
1. K.I.S.S.
2. Show rather than tell
3. Colors and fonts
3 DESIGN GUIDELINES
1. K.I.S.S.
2. Show rather than tell
3. Colors and fonts
THE DESIGN
PROCESS
STEPS FOR SUCCESS
1. Begin with numbers
2. Understand your goals
and audience
3. Find your story
4. Design, refine,
repurpose
5. Share
SUMMER READING SURVEY
49%
49%
54%
0% 20% 40% 60%
My child's enjoyment of
reading increased
My child's reading by
choice increased
My child's reading skills
increased
After participating in summer reading...
STEPS FOR SUCCESS
1. Begin with numbers
2. Understand your goals
and audience
3. Establish your approach
4. Design, refine, repurpose
5. Share
GOALS AND AUDIENCE
Each year, Colorado public libraries offer
engaging summer reading programs to
encourage children and teens to read for
fun and to prevent summer learning loss…
GOALS AND AUDIENCE
STEPS FOR SUCCESS
1. Begin with numbers
2. Understand your goals
and audience
3. Find your story
4. Design, refine, repurpose
5. Share
WHAT’S THE STORY?
49%
49%
54%
0% 20% 40% 60%
My child's enjoyment of
reading increased
My child's reading by
choice increased
My child's reading skills
increased
After participating in summer reading...
Child’s age
Summer reading
participation
history
Library
card
How respondent
learned about
summer reading Plan to visit
library in fall
WHAT’S THE STORY?
Child’s age
Summer reading
participation
history Library
card
How respondent
learned about
summer reading Plan to visit
library in fall
WHAT’S THE STORY?
49%
59%
61%
All survey respondents
Parents of children ages 4-6
Families participating in summer
reading for the first time
My child’s enjoyment of reading increased
WHAT’S THE STORY?
49%
59%
59%
All survey respondents
Parents of children ages 4-6
Families participating in summer
reading for the first time
My child’s reading skills increased
WHAT’S THE STORY?
WHAT’S THE STORY?
54%
60%
61%
All survey respondents
Families participating in summer
reading for the first time
Parents of children ages 4-6
My child’s reading by choice increased
STEPS FOR SUCCESS
1. Begin with numbers
2. Understand your goals
and audience
3. Find your story
4. Design, refine,
repurpose
5. Share
DESIGN, REFINE, REPURPOSE
STEPS FOR SUCCESS
1. Begin with numbers
2. Understand your goals
and audience
3. Establish your approach
4. Design, refine, repurpose
5. Share
AN EXAMPLE
FROM THE FIELD
WHERE WE WERE
ONE SIMPLE QUESTION
INFOGRAPHIC CREATION
SOFTWARE
PowerPoint
Adobe
Illustrator
Piktochart
INFOGRAPHIC CREATION
SOFTWARE
PowerPoint
Adobe
Illustrator
Piktochart
PIKTOCHART
RESOURCES
 Infographic Software Selection Guide
 Tips and Inspiration
 Software Tutorials
 Icon/Image Sources
 Fonts/Symbol Fonts
 Color
Palettes
Color Blindness
 Chart Selection Guide
ACTION ITEMS
1. Perform a chart dissection.
2. Take a data inventory. What are you
currently collecting?
3. Think about the stories you want to tell
about your library. Do you have the data
to tell those stories?
IT’S EASIER TO BE A
CRITIC THAN IT IS
TO BE A CREATOR
QUESTIONS?
THANK YOU!
Linda Hofschire
Hofschire_L@cde.state.co.us
Zeth Lietzau
zlietzau@denverlibrary.org

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PLA 2016 - Data Visualization for the Rest of Us: A Beginner's Guide

Editor's Notes

  1. Government Accountability Office report: Program Evaluation: Improving the Flow of Information to Congress
  2. https://www.youtube.com/watch?v=_jEnD_GH97o
  3. Chart example without data labels
  4. Chart example without data labels
  5. or use data that is visual by nature (charts, maps, etc.) use imagery to illustrate the data, (use imagery in place of traditional charts) Does your data tell a visual story (use imagery to enhance communicating data that is not visual in nature)
  6. Cohesive story Breaking down step by step
  7. Cohesive story Breaking down step by step
  8. Cohesive story Breaking down step by step
  9. Cohesive story Breaking down step by step
  10. Cohesive story Breaking down step by step
  11.           - technology classes at our flagship location           - anecdotal evidence that people were coming from all over           - wanted to be able to prove that we should be providing these classes elsewhere
  12.           - technology classes at our flagship location           - anecdotal evidence that people were coming from all over           - started asking for zip codes
  13. Export zipcode data from surveymonkey Remove duplicates Excel -> Data -> Data tools -> Remove Duplicates Google -> Unique (A:A) function Use excel or Google Docs to do a quick count (function shown) Sort, determine ranges
  14. This was a google search away - "Denver Zip Code Map"  Use whatever program you want – Photoshop, Gimp, Paint and start coloring
  15. Final result Have used internally to push for more classes at some locations, and determine locations Have used externally to talk about
  16. http://office.microsoft.com/en-us/images/results.aspx?qu=computer&queryid=43e09adc-75de-4a24-9fb8-b42ec01d6cb3#ai:MC900358961|mt:1|is:4| http://office.microsoft.com/en-us/images/results.aspx?qu=Style%201091#ai:MC900358967|mt:1|is:4| http://office.microsoft.com/en-us/images/results.aspx?qu=Style%201091#ai:MC900291862|mt:1|is:4| http://office.microsoft.com/en-us/images/results.aspx?qu=Style%201091#ai:MC900297273|mt:1|is:4|
  17. http://office.microsoft.com/en-us/images/results.aspx?qu=computer&queryid=43e09adc-75de-4a24-9fb8-b42ec01d6cb3#ai:MC900358961|mt:1|is:4| http://office.microsoft.com/en-us/images/results.aspx?qu=Style%201091#ai:MC900358967|mt:1|is:4| http://office.microsoft.com/en-us/images/results.aspx?qu=Style%201091#ai:MC900291862|mt:1|is:4| http://office.microsoft.com/en-us/images/results.aspx?qu=Style%201091#ai:MC900297273|mt:1|is:4|